Dataset statistics
| Number of variables | 50 |
|---|---|
| Number of observations | 57606 |
| Missing cells | 978736 |
| Missing cells (%) | 34.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 22.0 MiB |
| Average record size in memory | 400.0 B |
Variable types
| NUM | 45 |
|---|---|
| CAT | 5 |
iso_code has a high cardinality: 215 distinct values | High cardinality |
location has a high cardinality: 216 distinct values | High cardinality |
date has a high cardinality: 324 distinct values | High cardinality |
new_cases is highly correlated with total_cases and 2 other fields | High correlation |
total_cases is highly correlated with new_cases and 5 other fields | High correlation |
new_cases_smoothed is highly correlated with total_cases and 3 other fields | High correlation |
total_deaths is highly correlated with total_cases and 2 other fields | High correlation |
new_deaths_smoothed is highly correlated with new_deaths and 2 other fields | High correlation |
new_deaths is highly correlated with new_deaths_smoothed and 1 other fields | High correlation |
icu_patients is highly correlated with new_deaths and 2 other fields | High correlation |
hosp_patients is highly correlated with new_deaths_smoothed and 1 other fields | High correlation |
hosp_patients_per_million is highly correlated with icu_patients_per_million | High correlation |
icu_patients_per_million is highly correlated with hosp_patients_per_million | High correlation |
weekly_hosp_admissions_per_million is highly correlated with weekly_icu_admissions_per_million | High correlation |
weekly_icu_admissions_per_million is highly correlated with weekly_hosp_admissions_per_million | High correlation |
total_tests is highly correlated with total_cases and 2 other fields | High correlation |
new_tests is highly correlated with total_cases and 3 other fields | High correlation |
new_tests_smoothed is highly correlated with total_cases and 2 other fields | High correlation |
new_tests_smoothed_per_thousand is highly correlated with total_tests_per_thousand and 1 other fields | High correlation |
total_tests_per_thousand is highly correlated with new_tests_smoothed_per_thousand | High correlation |
new_tests_per_thousand is highly correlated with new_tests_smoothed_per_thousand | High correlation |
aged_65_older is highly correlated with median_age and 1 other fields | High correlation |
median_age is highly correlated with aged_65_older | High correlation |
aged_70_older is highly correlated with aged_65_older | High correlation |
human_development_index is highly correlated with life_expectancy | High correlation |
life_expectancy is highly correlated with human_development_index | High correlation |
continent has 648 (1.1%) missing values | Missing |
total_cases has 3634 (6.3%) missing values | Missing |
new_cases has 923 (1.6%) missing values | Missing |
new_cases_smoothed has 1736 (3.0%) missing values | Missing |
total_deaths has 13040 (22.6%) missing values | Missing |
new_deaths has 923 (1.6%) missing values | Missing |
new_deaths_smoothed has 1736 (3.0%) missing values | Missing |
total_cases_per_million has 3922 (6.8%) missing values | Missing |
new_cases_per_million has 987 (1.7%) missing values | Missing |
new_cases_smoothed_per_million has 1801 (3.1%) missing values | Missing |
total_deaths_per_million has 13313 (23.1%) missing values | Missing |
new_deaths_per_million has 987 (1.7%) missing values | Missing |
new_deaths_smoothed_per_million has 1801 (3.1%) missing values | Missing |
reproduction_rate has 19910 (34.6%) missing values | Missing |
icu_patients has 53116 (92.2%) missing values | Missing |
icu_patients_per_million has 53116 (92.2%) missing values | Missing |
hosp_patients has 52601 (91.3%) missing values | Missing |
hosp_patients_per_million has 52601 (91.3%) missing values | Missing |
weekly_icu_admissions has 57249 (99.4%) missing values | Missing |
weekly_icu_admissions_per_million has 57249 (99.4%) missing values | Missing |
weekly_hosp_admissions has 56961 (98.9%) missing values | Missing |
weekly_hosp_admissions_per_million has 56961 (98.9%) missing values | Missing |
total_tests has 35351 (61.4%) missing values | Missing |
new_tests has 35579 (61.8%) missing values | Missing |
total_tests_per_thousand has 35351 (61.4%) missing values | Missing |
new_tests_per_thousand has 35579 (61.8%) missing values | Missing |
new_tests_smoothed has 32712 (56.8%) missing values | Missing |
new_tests_smoothed_per_thousand has 32712 (56.8%) missing values | Missing |
tests_per_case has 34591 (60.0%) missing values | Missing |
positive_rate has 34182 (59.3%) missing values | Missing |
tests_units has 31748 (55.1%) missing values | Missing |
stringency_index has 9736 (16.9%) missing values | Missing |
population_density has 3036 (5.3%) missing values | Missing |
median_age has 6387 (11.1%) missing values | Missing |
aged_65_older has 7159 (12.4%) missing values | Missing |
aged_70_older has 6654 (11.6%) missing values | Missing |
gdp_per_capita has 7056 (12.2%) missing values | Missing |
extreme_poverty has 23914 (41.5%) missing values | Missing |
cardiovasc_death_rate has 6407 (11.1%) missing values | Missing |
diabetes_prevalence has 4532 (7.9%) missing values | Missing |
female_smokers has 17798 (30.9%) missing values | Missing |
male_smokers has 18306 (31.8%) missing values | Missing |
handwashing_facilities has 33335 (57.9%) missing values | Missing |
hospital_beds_per_thousand has 11506 (20.0%) missing values | Missing |
life_expectancy has 1062 (1.8%) missing values | Missing |
human_development_index has 8180 (14.2%) missing values | Missing |
total_cases is highly skewed (γ1 = 20.65382955) | Skewed |
new_deaths_per_million is highly skewed (γ1 = 25.74251916) | Skewed |
tests_per_case is highly skewed (γ1 = 22.15047449) | Skewed |
new_cases has 18092 (31.4%) zeros | Zeros |
new_cases_smoothed has 8159 (14.2%) zeros | Zeros |
new_deaths has 34016 (59.0%) zeros | Zeros |
new_deaths_smoothed has 22958 (39.9%) zeros | Zeros |
new_cases_per_million has 18047 (31.3%) zeros | Zeros |
new_cases_smoothed_per_million has 8154 (14.2%) zeros | Zeros |
new_deaths_per_million has 33961 (59.0%) zeros | Zeros |
new_deaths_smoothed_per_million has 23004 (39.9%) zeros | Zeros |
positive_rate has 775 (1.3%) zeros | Zeros |
stringency_index has 2274 (3.9%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-19 02:45:23.013614 |
|---|---|
| Analysis finished | 2020-11-19 02:48:15.683743 |
| Duration | 2 minutes and 52.67 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 215 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 324 |
| Missing (%) | 0.6% |
| Memory size | 450.0 KiB |
| NOR | 324 |
|---|---|
| IRN | 324 |
| NGA | 324 |
| ISL | 324 |
| KOR | 324 |
| Other values (210) |
| Value | Count | Frequency (%) | |
| NOR | 324 | 0.6% | |
| IRN | 324 | 0.6% | |
| NGA | 324 | 0.6% | |
| ISL | 324 | 0.6% | |
| KOR | 324 | 0.6% | |
| HRV | 324 | 0.6% | |
| AUS | 324 | 0.6% | |
| IDN | 324 | 0.6% | |
| CHE | 324 | 0.6% | |
| IND | 324 | 0.6% | |
| Other values (205) | 54042 | 93.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.049821199 |
| Min length | 3 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 648 |
| Missing (%) | 1.1% |
| Memory size | 450.0 KiB |
| Europe | |
|---|---|
| Africa | |
| Asia | |
| North America | |
| South America |
| Value | Count | Frequency (%) | |
| Europe | 14883 | 25.8% | |
| Africa | 13692 | 23.8% | |
| Asia | 13574 | 23.6% | |
| North America | 9152 | 15.9% | |
| South America | 3410 | 5.9% | |
| Oceania | 2247 | 3.9% | |
| (Missing) | 648 | 1.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 7.060462452 |
| Min length | 3 |
| Distinct | 216 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.0 KiB |
| Greece | 324 |
|---|---|
| France | 324 |
| Qatar | 324 |
| Czech Republic | 324 |
| Pakistan | 324 |
| Other values (211) |
| Value | Count | Frequency (%) | |
| Greece | 324 | 0.6% | |
| France | 324 | 0.6% | |
| Qatar | 324 | 0.6% | |
| Czech Republic | 324 | 0.6% | |
| Pakistan | 324 | 0.6% | |
| Iraq | 324 | 0.6% | |
| Dominican Republic | 324 | 0.6% | |
| Russia | 324 | 0.6% | |
| Lithuania | 324 | 0.6% | |
| Malaysia | 324 | 0.6% | |
| Other values (206) | 54366 | 94.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 32 |
|---|---|
| Median length | 7 |
| Mean length | 8.896087213 |
| Min length | 4 |
| Distinct | 324 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.0 KiB |
| 2020-11-16 | 215 |
|---|---|
| 2020-11-01 | 215 |
| 2020-11-11 | 215 |
| 2020-11-15 | 215 |
| 2020-11-12 | 215 |
| Other values (319) |
| Value | Count | Frequency (%) | |
| 2020-11-16 | 215 | 0.4% | |
| 2020-11-01 | 215 | 0.4% | |
| 2020-11-11 | 215 | 0.4% | |
| 2020-11-15 | 215 | 0.4% | |
| 2020-11-12 | 215 | 0.4% | |
| 2020-11-03 | 215 | 0.4% | |
| 2020-11-13 | 215 | 0.4% | |
| 2020-10-30 | 215 | 0.4% | |
| 2020-11-02 | 215 | 0.4% | |
| 2020-10-31 | 215 | 0.4% | |
| Other values (314) | 55456 | 96.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
| Distinct | 22795 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 3634 |
| Missing (%) | 6.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 169205.7837 |
|---|---|
| Minimum | 1 |
| Maximum | 55743951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 181 |
| median | 2087 |
| Q3 | 22597 |
| 95-th percentile | 315796.3 |
| Maximum | 55743951 |
| Range | 55743950 |
| Interquartile range (IQR) | 22416 |
Descriptive statistics
| Standard deviation | 1707894.957 |
|---|---|
| Coefficient of variation (CV) | 10.0935968 |
| Kurtosis | 498.0124162 |
| Mean | 169205.7837 |
| Median Absolute Deviation (MAD) | 2074 |
| Skewness | 20.65382955 |
| Sum | 9132374560 |
| Variance | 2.916905184e+12 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 698 | 1.2% | |
| 3 | 547 | 0.9% | |
| 13 | 500 | 0.9% | |
| 11 | 412 | 0.7% | |
| 18 | 394 | 0.7% | |
| 12 | 348 | 0.6% | |
| 2 | 330 | 0.6% | |
| 24 | 321 | 0.6% | |
| 19 | 311 | 0.5% | |
| 8 | 296 | 0.5% | |
| Other values (22785) | 49815 | 86.5% | |
| (Missing) | 3634 | 6.3% |
| Value | Count | Frequency (%) | |
| 1 | 698 | 1.2% | |
| 2 | 330 | 0.6% | |
| 3 | 547 | 0.9% | |
| 4 | 200 | 0.3% | |
| 5 | 194 | 0.3% |
| Value | Count | Frequency (%) | |
| 55743951 | 1 | < 0.1% | |
| 55183447 | 1 | < 0.1% | |
| 54628534 | 1 | < 0.1% | |
| 54124081 | 1 | < 0.1% | |
| 53526345 | 1 | < 0.1% |
| Distinct | 5462 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 923 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1966.828608 |
|---|---|
| Minimum | -8261 |
| Maximum | 647529 |
| Zeros | 18092 |
| Zeros (%) | 31.4% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -8261 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 14 |
| Q3 | 238 |
| 95-th percentile | 3734.8 |
| Maximum | 647529 |
| Range | 655790 |
| Interquartile range (IQR) | 238 |
Descriptive statistics
| Standard deviation | 18415.72997 |
|---|---|
| Coefficient of variation (CV) | 9.363159502 |
| Kurtosis | 473.8451389 |
| Mean | 1966.828608 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 19.66857212 |
| Sum | 111485746 |
| Variance | 339139110.4 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 18092 | 31.4% | |
| 1 | 2324 | 4.0% | |
| 2 | 1436 | 2.5% | |
| 3 | 1046 | 1.8% | |
| 4 | 856 | 1.5% | |
| 5 | 723 | 1.3% | |
| 6 | 658 | 1.1% | |
| 7 | 551 | 1.0% | |
| 8 | 504 | 0.9% | |
| 9 | 466 | 0.8% | |
| Other values (5452) | 30027 | 52.1% | |
| (Missing) | 923 | 1.6% |
| Value | Count | Frequency (%) | |
| -8261 | 1 | < 0.1% | |
| -2461 | 1 | < 0.1% | |
| -1480 | 1 | < 0.1% | |
| -1385 | 1 | < 0.1% | |
| -766 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 647529 | 1 | < 0.1% | |
| 634423 | 1 | < 0.1% | |
| 622331 | 1 | < 0.1% | |
| 612161 | 1 | < 0.1% | |
| 606286 | 1 | < 0.1% |
| Distinct | 11526 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 1736 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1934.441178 |
|---|---|
| Minimum | -552 |
| Maximum | 589632.429 |
| Zeros | 8159 |
| Zeros (%) | 14.2% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -552 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.857 |
| median | 19.429 |
| Q3 | 247.286 |
| 95-th percentile | 3749.3713 |
| Maximum | 589632.429 |
| Range | 590184.429 |
| Interquartile range (IQR) | 246.429 |
Descriptive statistics
| Standard deviation | 17934.74199 |
|---|---|
| Coefficient of variation (CV) | 9.271278027 |
| Kurtosis | 459.1723567 |
| Mean | 1934.441178 |
| Median Absolute Deviation (MAD) | 19.429 |
| Skewness | 19.39984234 |
| Sum | 108077228.6 |
| Variance | 321654970.3 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 8159 | 14.2% | |
| 0.143 | 1895 | 3.3% | |
| 0.286 | 1227 | 2.1% | |
| 0.429 | 961 | 1.7% | |
| 0.571 | 702 | 1.2% | |
| 0.714 | 656 | 1.1% | |
| 0.857 | 511 | 0.9% | |
| 1 | 487 | 0.8% | |
| 1.143 | 437 | 0.8% | |
| 1.429 | 372 | 0.6% | |
| Other values (11516) | 40463 | 70.2% | |
| (Missing) | 1736 | 3.0% |
| Value | Count | Frequency (%) | |
| -552 | 1 | < 0.1% | |
| -525 | 1 | < 0.1% | |
| -507.429 | 1 | < 0.1% | |
| -470.143 | 1 | < 0.1% | |
| -450.571 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 589632.429 | 1 | < 0.1% | |
| 588841.286 | 1 | < 0.1% | |
| 585679.857 | 1 | < 0.1% | |
| 585048.714 | 1 | < 0.1% | |
| 581874.571 | 1 | < 0.1% |
| Distinct | 7749 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 13040 |
| Missing (%) | 22.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6888.750864 |
|---|---|
| Minimum | 1 |
| Maximum | 1339436 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 13 |
| median | 85 |
| Q3 | 732 |
| 95-th percentile | 18774.5 |
| Maximum | 1339436 |
| Range | 1339435 |
| Interquartile range (IQR) | 719 |
Descriptive statistics
| Standard deviation | 56038.75793 |
|---|---|
| Coefficient of variation (CV) | 8.134821397 |
| Kurtosis | 288.8339497 |
| Mean | 6888.750864 |
| Median Absolute Deviation (MAD) | 83 |
| Skewness | 15.95728919 |
| Sum | 307004071 |
| Variance | 3140342390 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 3078 | 5.3% | |
| 2 | 1276 | 2.2% | |
| 7 | 1182 | 2.1% | |
| 3 | 1106 | 1.9% | |
| 10 | 776 | 1.3% | |
| 9 | 688 | 1.2% | |
| 6 | 640 | 1.1% | |
| 5 | 607 | 1.1% | |
| 4 | 478 | 0.8% | |
| 8 | 449 | 0.8% | |
| Other values (7739) | 34286 | 59.5% | |
| (Missing) | 13040 | 22.6% |
| Value | Count | Frequency (%) | |
| 1 | 3078 | 5.3% | |
| 2 | 1276 | 2.2% | |
| 3 | 1106 | 1.9% | |
| 4 | 478 | 0.8% | |
| 5 | 607 | 1.1% |
| Value | Count | Frequency (%) | |
| 1339436 | 1 | < 0.1% | |
| 1329226 | 1 | < 0.1% | |
| 1320566 | 1 | < 0.1% | |
| 1314067 | 1 | < 0.1% | |
| 1305140 | 1 | < 0.1% |
| Distinct | 1217 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 923 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.25755518 |
|---|---|
| Minimum | -1918 |
| Maximum | 10608 |
| Zeros | 34016 |
| Zeros (%) | 59.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -1918 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 100 |
| Maximum | 10608 |
| Range | 12526 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 392.8243122 |
|---|---|
| Coefficient of variation (CV) | 8.312412921 |
| Kurtosis | 260.5096199 |
| Mean | 47.25755518 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.05776146 |
| Sum | 2678700 |
| Variance | 154310.9403 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 34016 | 59.0% | |
| 1 | 4139 | 7.2% | |
| 2 | 2356 | 4.1% | |
| 3 | 1633 | 2.8% | |
| 4 | 1272 | 2.2% | |
| 5 | 985 | 1.7% | |
| 6 | 848 | 1.5% | |
| 7 | 662 | 1.1% | |
| 8 | 601 | 1.0% | |
| 9 | 480 | 0.8% | |
| Other values (1207) | 9691 | 16.8% | |
| (Missing) | 923 | 1.6% |
| Value | Count | Frequency (%) | |
| -1918 | 1 | < 0.1% | |
| -443 | 1 | < 0.1% | |
| -31 | 1 | < 0.1% | |
| -12 | 1 | < 0.1% | |
| -5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10608 | 1 | < 0.1% | |
| 10491 | 1 | < 0.1% | |
| 10210 | 1 | < 0.1% | |
| 10096 | 1 | < 0.1% | |
| 9958 | 1 | < 0.1% |
| Distinct | 2788 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 1736 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.98515413 |
|---|---|
| Minimum | -232.143 |
| Maximum | 9140.286 |
| Zeros | 22958 |
| Zeros (%) | 39.9% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -232.143 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.286 |
| Q3 | 4.143 |
| 95-th percentile | 103.07865 |
| Maximum | 9140.286 |
| Range | 9372.429 |
| Interquartile range (IQR) | 4.143 |
Descriptive statistics
| Standard deviation | 379.6442281 |
|---|---|
| Coefficient of variation (CV) | 8.080089024 |
| Kurtosis | 225.9753152 |
| Mean | 46.98515413 |
| Median Absolute Deviation (MAD) | 0.286 |
| Skewness | 14.2826815 |
| Sum | 2625060.561 |
| Variance | 144129.74 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 22958 | 39.9% | |
| 0.143 | 4066 | 7.1% | |
| 0.286 | 2601 | 4.5% | |
| 0.429 | 1708 | 3.0% | |
| 0.571 | 1319 | 2.3% | |
| 0.714 | 1010 | 1.8% | |
| 0.857 | 778 | 1.4% | |
| 1 | 641 | 1.1% | |
| 1.143 | 595 | 1.0% | |
| 1.429 | 592 | 1.0% | |
| Other values (2778) | 19602 | 34.0% | |
| (Missing) | 1736 | 3.0% |
| Value | Count | Frequency (%) | |
| -232.143 | 1 | < 0.1% | |
| -221.857 | 1 | < 0.1% | |
| -215.286 | 1 | < 0.1% | |
| -125 | 1 | < 0.1% | |
| -117.286 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9140.286 | 1 | < 0.1% | |
| 9124 | 1 | < 0.1% | |
| 8924.571 | 1 | < 0.1% | |
| 8892.286 | 1 | < 0.1% | |
| 8680.429 | 1 | < 0.1% |
| Distinct | 37697 |
|---|---|
| Distinct (%) | 70.2% |
| Missing | 3922 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3169.518546 |
|---|---|
| Minimum | 0.001 |
| Maximum | 77020.643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 1.38315 |
| Q1 | 90.901 |
| median | 599.623 |
| Q3 | 3514.40425 |
| 95-th percentile | 15449.6926 |
| Maximum | 77020.643 |
| Range | 77020.642 |
| Interquartile range (IQR) | 3423.50325 |
Descriptive statistics
| Standard deviation | 6243.543635 |
|---|---|
| Coefficient of variation (CV) | 1.969871305 |
| Kurtosis | 18.19839766 |
| Mean | 3169.518546 |
| Median Absolute Deviation (MAD) | 591.1795 |
| Skewness | 3.705464665 |
| Sum | 170152433.6 |
| Variance | 38981837.12 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 199.973 | 230 | 0.4% | |
| 3732.415 | 199 | 0.3% | |
| 8.521 | 195 | 0.3% | |
| 14833.127 | 159 | 0.3% | |
| 3758.277 | 129 | 0.2% | |
| 1282.373 | 127 | 0.2% | |
| 2600.52 | 116 | 0.2% | |
| 3951.454 | 109 | 0.2% | |
| 2.611 | 105 | 0.2% | |
| 18.203 | 102 | 0.2% | |
| Other values (37687) | 52213 | 90.6% | |
| (Missing) | 3922 | 6.8% |
| Value | Count | Frequency (%) | |
| 0.001 | 5 | < 0.1% | |
| 0.002 | 28 | < 0.1% | |
| 0.003 | 7 | < 0.1% | |
| 0.004 | 2 | < 0.1% | |
| 0.005 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 77020.643 | 1 | < 0.1% | |
| 76541.772 | 1 | < 0.1% | |
| 75998.188 | 1 | < 0.1% | |
| 74095.645 | 2 | < 0.1% | |
| 72684.916 | 1 | < 0.1% |
| Distinct | 20774 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 987 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.66258544 |
|---|---|
| Minimum | -2212.545 |
| Maximum | 8652.658 |
| Zeros | 18047 |
| Zeros (%) | 31.3% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -2212.545 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.204 |
| Q3 | 26.221 |
| 95-th percentile | 192.1992 |
| Maximum | 8652.658 |
| Range | 10865.203 |
| Interquartile range (IQR) | 26.221 |
Descriptive statistics
| Standard deviation | 134.4237579 |
|---|---|
| Coefficient of variation (CV) | 3.389182939 |
| Kurtosis | 750.1349666 |
| Mean | 39.66258544 |
| Median Absolute Deviation (MAD) | 2.204 |
| Skewness | 17.46249099 |
| Sum | 2245655.925 |
| Variance | 18069.74668 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 18047 | 31.3% | |
| 0.207 | 72 | 0.1% | |
| 0.042 | 61 | 0.1% | |
| 0.01 | 59 | 0.1% | |
| 0.084 | 53 | 0.1% | |
| 0.041 | 53 | 0.1% | |
| 3.48 | 53 | 0.1% | |
| 0.061 | 52 | 0.1% | |
| 0.06 | 46 | 0.1% | |
| 0.415 | 45 | 0.1% | |
| Other values (20764) | 38078 | 66.1% | |
| (Missing) | 987 | 1.7% |
| Value | Count | Frequency (%) | |
| -2212.545 | 1 | < 0.1% | |
| -468.229 | 1 | < 0.1% | |
| -265.189 | 1 | < 0.1% | |
| -139.488 | 1 | < 0.1% | |
| -83.886 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8652.658 | 2 | < 0.1% | |
| 4944.376 | 1 | < 0.1% | |
| 4926.95 | 1 | < 0.1% | |
| 3869.799 | 1 | < 0.1% | |
| 3714.489 | 1 | < 0.1% |
| Distinct | 23884 |
|---|---|
| Distinct (%) | 42.8% |
| Missing | 1801 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.78213909 |
|---|---|
| Minimum | -269.978 |
| Maximum | 2472.188 |
| Zeros | 8154 |
| Zeros (%) | 14.2% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -269.978 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.261 |
| median | 3.877 |
| Q3 | 29.823 |
| 95-th percentile | 186.2756 |
| Maximum | 2472.188 |
| Range | 2742.166 |
| Interquartile range (IQR) | 29.562 |
Descriptive statistics
| Standard deviation | 102.4723795 |
|---|---|
| Coefficient of variation (CV) | 2.642257027 |
| Kurtosis | 64.88575788 |
| Mean | 38.78213909 |
| Median Absolute Deviation (MAD) | 3.877 |
| Skewness | 6.395973027 |
| Sum | 2164237.272 |
| Variance | 10500.58857 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 8154 | 14.2% | |
| 0.001 | 117 | 0.2% | |
| 0.006 | 103 | 0.2% | |
| 0.003 | 102 | 0.2% | |
| 0.009 | 91 | 0.2% | |
| 0.018 | 85 | 0.1% | |
| 0.048 | 82 | 0.1% | |
| 0.004 | 82 | 0.1% | |
| 0.012 | 82 | 0.1% | |
| 0.026 | 81 | 0.1% | |
| Other values (23874) | 46826 | 81.3% | |
| (Missing) | 1801 | 3.1% |
| Value | Count | Frequency (%) | |
| -269.978 | 1 | < 0.1% | |
| -264.958 | 1 | < 0.1% | |
| -256.514 | 2 | < 0.1% | |
| -254.916 | 1 | < 0.1% | |
| -249.667 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2472.188 | 4 | < 0.1% | |
| 1455.103 | 2 | < 0.1% | |
| 1397.787 | 1 | < 0.1% | |
| 1393.501 | 1 | < 0.1% | |
| 1389.9 | 3 | < 0.1% |
| Distinct | 20150 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 13313 |
| Missing (%) | 23.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.83830833 |
|---|---|
| Minimum | 0 |
| Maximum | 1265.529 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.248 |
| Q1 | 4 |
| median | 20.383 |
| Q3 | 91.835 |
| 95-th percentile | 527.408 |
| Maximum | 1265.529 |
| Range | 1265.529 |
| Interquartile range (IQR) | 87.835 |
Descriptive statistics
| Standard deviation | 181.3255715 |
|---|---|
| Coefficient of variation (CV) | 1.8919947 |
| Kurtosis | 11.46895464 |
| Mean | 95.83830833 |
| Median Absolute Deviation (MAD) | 19.413 |
| Skewness | 3.12152209 |
| Sum | 4244966.191 |
| Variance | 32878.96287 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.352 | 244 | 0.4% | |
| 15.216 | 241 | 0.4% | |
| 0.084 | 234 | 0.4% | |
| 34.748 | 225 | 0.4% | |
| 6.094 | 223 | 0.4% | |
| 25.482 | 221 | 0.4% | |
| 33.072 | 214 | 0.4% | |
| 26.221 | 209 | 0.4% | |
| 30.635 | 207 | 0.4% | |
| 200.04 | 207 | 0.4% | |
| Other values (20140) | 42068 | 73.0% | |
| (Missing) | 13313 | 23.1% |
| Value | Count | Frequency (%) | |
| 0 | 10 | < 0.1% | |
| 0.001 | 13 | < 0.1% | |
| 0.002 | 7 | < 0.1% | |
| 0.003 | 5 | < 0.1% | |
| 0.004 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1265.529 | 1 | < 0.1% | |
| 1250.861 | 1 | < 0.1% | |
| 1237.551 | 179 | 0.3% | |
| 1237.315 | 1 | < 0.1% | |
| 1222.474 | 1 | < 0.1% |
| Distinct | 3881 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 987 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6856899804 |
|---|---|
| Minimum | -67.901 |
| Maximum | 215.382 |
| Zeros | 33961 |
| Zeros (%) | 59.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -67.901 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.294 |
| 95-th percentile | 3.477 |
| Maximum | 215.382 |
| Range | 283.283 |
| Interquartile range (IQR) | 0.294 |
Descriptive statistics
| Standard deviation | 3.035886585 |
|---|---|
| Coefficient of variation (CV) | 4.427491537 |
| Kurtosis | 1292.937366 |
| Mean | 0.6856899804 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.74251916 |
| Sum | 38823.081 |
| Variance | 9.216607359 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 33961 | 59.0% | |
| 0.099 | 124 | 0.2% | |
| 0.347 | 122 | 0.2% | |
| 0.588 | 110 | 0.2% | |
| 0.147 | 109 | 0.2% | |
| 0.101 | 107 | 0.2% | |
| 0.288 | 105 | 0.2% | |
| 0.202 | 97 | 0.2% | |
| 0.034 | 97 | 0.2% | |
| 0.196 | 96 | 0.2% | |
| Other values (3871) | 21691 | 37.7% | |
| (Missing) | 987 | 1.7% |
| Value | Count | Frequency (%) | |
| -67.901 | 1 | < 0.1% | |
| -41.023 | 1 | < 0.1% | |
| -6.209 | 1 | < 0.1% | |
| -1.013 | 1 | < 0.1% | |
| -0.513 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 215.382 | 1 | < 0.1% | |
| 200.04 | 1 | < 0.1% | |
| 176.793 | 1 | < 0.1% | |
| 137.925 | 1 | < 0.1% | |
| 119.344 | 1 | < 0.1% |
| Distinct | 4618 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 1801 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6720757459 |
|---|---|
| Minimum | -9.678 |
| Maximum | 63.14 |
| Zeros | 23004 |
| Zeros (%) | 39.9% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -9.678 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.028 |
| Q3 | 0.423 |
| 95-th percentile | 3.506 |
| Maximum | 63.14 |
| Range | 72.818 |
| Interquartile range (IQR) | 0.423 |
Descriptive statistics
| Standard deviation | 1.978496844 |
|---|---|
| Coefficient of variation (CV) | 2.943859908 |
| Kurtosis | 111.7994766 |
| Mean | 0.6720757459 |
| Median Absolute Deviation (MAD) | 0.028 |
| Skewness | 8.014924951 |
| Sum | 37505.187 |
| Variance | 3.91444976 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 23004 | 39.9% | |
| 0.011 | 289 | 0.5% | |
| 0.026 | 285 | 0.5% | |
| 0.007 | 266 | 0.5% | |
| 0.022 | 257 | 0.4% | |
| 0.013 | 254 | 0.4% | |
| 0.009 | 248 | 0.4% | |
| 0.005 | 225 | 0.4% | |
| 0.052 | 224 | 0.4% | |
| 0.014 | 213 | 0.4% | |
| Other values (4608) | 30540 | 53.0% | |
| (Missing) | 1801 | 3.1% |
| Value | Count | Frequency (%) | |
| -9.678 | 3 | < 0.1% | |
| -9.656 | 3 | < 0.1% | |
| -9.613 | 1 | < 0.1% | |
| -4.965 | 1 | < 0.1% | |
| -4.745 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 63.14 | 1 | < 0.1% | |
| 54.722 | 1 | < 0.1% | |
| 46.303 | 3 | < 0.1% | |
| 42.094 | 2 | < 0.1% | |
| 37.884 | 4 | < 0.1% |
| Distinct | 361 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 19910 |
| Missing (%) | 34.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.04459253 |
|---|---|
| Minimum | 0 |
| Maximum | 6.72 |
| Zeros | 333 |
| Zeros (%) | 0.6% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.36 |
| Q1 | 0.87 |
| median | 1.04 |
| Q3 | 1.22 |
| 95-th percentile | 1.63 |
| Maximum | 6.72 |
| Range | 6.72 |
| Interquartile range (IQR) | 0.35 |
Descriptive statistics
| Standard deviation | 0.395932273 |
|---|---|
| Coefficient of variation (CV) | 0.3790303508 |
| Kurtosis | 10.06658779 |
| Mean | 1.04459253 |
| Median Absolute Deviation (MAD) | 0.18 |
| Skewness | 1.105338004 |
| Sum | 39376.96 |
| Variance | 0.1567623648 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.01 | 687 | 1.2% | |
| 1.06 | 674 | 1.2% | |
| 1.05 | 662 | 1.1% | |
| 1 | 641 | 1.1% | |
| 1.03 | 632 | 1.1% | |
| 1.02 | 624 | 1.1% | |
| 1.09 | 618 | 1.1% | |
| 1.07 | 600 | 1.0% | |
| 1.13 | 597 | 1.0% | |
| 0.97 | 595 | 1.0% | |
| Other values (351) | 31366 | 54.4% | |
| (Missing) | 19910 | 34.6% |
| Value | Count | Frequency (%) | |
| 0 | 333 | 0.6% | |
| 0.01 | 56 | 0.1% | |
| 0.02 | 23 | < 0.1% | |
| 0.03 | 15 | < 0.1% | |
| 0.04 | 20 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.72 | 1 | < 0.1% | |
| 6.68 | 1 | < 0.1% | |
| 6.39 | 1 | < 0.1% | |
| 6.13 | 1 | < 0.1% | |
| 5.98 | 1 | < 0.1% |
| Distinct | 1202 |
|---|---|
| Distinct (%) | 26.8% |
| Missing | 53116 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 726.1919822 |
|---|---|
| Minimum | 0 |
| Maximum | 15130 |
| Zeros | 327 |
| Zeros (%) | 0.6% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 48 |
| Q3 | 293 |
| 95-th percentile | 5591.15 |
| Maximum | 15130 |
| Range | 15130 |
| Interquartile range (IQR) | 284 |
Descriptive statistics
| Standard deviation | 2031.110506 |
|---|---|
| Coefficient of variation (CV) | 2.796933257 |
| Kurtosis | 17.81660389 |
| Mean | 726.1919822 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 4.069948079 |
| Sum | 3260602 |
| Variance | 4125409.889 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 327 | 0.6% | |
| 1 | 186 | 0.3% | |
| 2 | 133 | 0.2% | |
| 3 | 110 | 0.2% | |
| 4 | 96 | 0.2% | |
| 6 | 90 | 0.2% | |
| 5 | 78 | 0.1% | |
| 11 | 62 | 0.1% | |
| 9 | 55 | 0.1% | |
| 7 | 54 | 0.1% | |
| Other values (1192) | 3299 | 5.7% | |
| (Missing) | 53116 | 92.2% |
| Value | Count | Frequency (%) | |
| 0 | 327 | 0.6% | |
| 1 | 186 | 0.3% | |
| 2 | 133 | 0.2% | |
| 3 | 110 | 0.2% | |
| 4 | 96 | 0.2% |
| Value | Count | Frequency (%) | |
| 15130 | 1 | < 0.1% | |
| 15013 | 1 | < 0.1% | |
| 14941 | 1 | < 0.1% | |
| 14890 | 1 | < 0.1% | |
| 14769 | 1 | < 0.1% |
| Distinct | 2260 |
|---|---|
| Distinct (%) | 50.3% |
| Missing | 53116 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.26426392 |
|---|---|
| Minimum | 0 |
| Maximum | 126.838 |
| Zeros | 327 |
| Zeros (%) | 0.6% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.68375 |
| median | 5.901 |
| Q3 | 17.462 |
| 95-th percentile | 50.63935 |
| Maximum | 126.838 |
| Range | 126.838 |
| Interquartile range (IQR) | 15.77825 |
Descriptive statistics
| Standard deviation | 18.78871658 |
|---|---|
| Coefficient of variation (CV) | 1.416491461 |
| Kurtosis | 8.379995162 |
| Mean | 13.26426392 |
| Median Absolute Deviation (MAD) | 4.939 |
| Skewness | 2.633414404 |
| Sum | 59556.545 |
| Variance | 353.0158706 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 327 | 0.6% | |
| 0.754 | 56 | 0.1% | |
| 1.508 | 42 | 0.1% | |
| 0.518 | 34 | 0.1% | |
| 1.598 | 33 | 0.1% | |
| 3.195 | 30 | 0.1% | |
| 4.793 | 29 | 0.1% | |
| 2.265 | 28 | < 0.1% | |
| 1.443 | 28 | < 0.1% | |
| 0.481 | 22 | < 0.1% | |
| Other values (2250) | 3861 | 6.7% | |
| (Missing) | 53116 | 92.2% |
| Value | Count | Frequency (%) | |
| 0 | 327 | 0.6% | |
| 0.015 | 10 | < 0.1% | |
| 0.031 | 1 | < 0.1% | |
| 0.138 | 2 | < 0.1% | |
| 0.173 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 126.838 | 1 | < 0.1% | |
| 126.32 | 1 | < 0.1% | |
| 125.889 | 1 | < 0.1% | |
| 123.214 | 1 | < 0.1% | |
| 121.833 | 1 | < 0.1% |
| Distinct | 2093 |
|---|---|
| Distinct (%) | 41.8% |
| Missing | 52601 |
| Missing (%) | 91.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3867.245355 |
|---|---|
| Minimum | 0 |
| Maximum | 65368 |
| Zeros | 110 |
| Zeros (%) | 0.2% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 38 |
| median | 213 |
| Q3 | 1617 |
| 95-th percentile | 29097.4 |
| Maximum | 65368 |
| Range | 65368 |
| Interquartile range (IQR) | 1579 |
Descriptive statistics
| Standard deviation | 9952.989504 |
|---|---|
| Coefficient of variation (CV) | 2.573663833 |
| Kurtosis | 12.71745573 |
| Mean | 3867.245355 |
| Median Absolute Deviation (MAD) | 202 |
| Skewness | 3.51610661 |
| Sum | 19355563 |
| Variance | 99062000.06 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 110 | 0.2% | |
| 6 | 55 | 0.1% | |
| 7 | 47 | 0.1% | |
| 1 | 47 | 0.1% | |
| 4 | 46 | 0.1% | |
| 18 | 45 | 0.1% | |
| 3 | 45 | 0.1% | |
| 16 | 42 | 0.1% | |
| 22 | 40 | 0.1% | |
| 21 | 40 | 0.1% | |
| Other values (2083) | 4488 | 7.8% | |
| (Missing) | 52601 | 91.3% |
| Value | Count | Frequency (%) | |
| 0 | 110 | 0.2% | |
| 1 | 47 | 0.1% | |
| 2 | 23 | < 0.1% | |
| 3 | 45 | 0.1% | |
| 4 | 46 | 0.1% |
| Value | Count | Frequency (%) | |
| 65368 | 1 | < 0.1% | |
| 61964 | 1 | < 0.1% | |
| 59940 | 1 | < 0.1% | |
| 59780 | 1 | < 0.1% | |
| 59718 | 1 | < 0.1% |
| Distinct | 3477 |
|---|---|
| Distinct (%) | 69.5% |
| Missing | 52601 |
| Missing (%) | 91.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.56263816 |
|---|---|
| Minimum | 0 |
| Maximum | 773.463 |
| Zeros | 110 |
| Zeros (%) | 0.2% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.8488 |
| Q1 | 10.554 |
| median | 35.548 |
| Q3 | 93.386 |
| 95-th percentile | 316.979 |
| Maximum | 773.463 |
| Range | 773.463 |
| Interquartile range (IQR) | 82.832 |
Descriptive statistics
| Standard deviation | 109.0790135 |
|---|---|
| Coefficient of variation (CV) | 1.424702912 |
| Kurtosis | 7.842502913 |
| Mean | 76.56263816 |
| Median Absolute Deviation (MAD) | 30.006 |
| Skewness | 2.620470387 |
| Sum | 383196.004 |
| Variance | 11898.23119 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 110 | 0.2% | |
| 2.93 | 28 | < 0.1% | |
| 3.015 | 20 | < 0.1% | |
| 3.711 | 18 | < 0.1% | |
| 1.59 | 17 | < 0.1% | |
| 2.651 | 16 | < 0.1% | |
| 2.121 | 15 | < 0.1% | |
| 2.886 | 15 | < 0.1% | |
| 2.262 | 15 | < 0.1% | |
| 0.754 | 14 | < 0.1% | |
| Other values (3467) | 4737 | 8.2% | |
| (Missing) | 52601 | 91.3% |
| Value | Count | Frequency (%) | |
| 0 | 110 | 0.2% | |
| 0.015 | 2 | < 0.1% | |
| 0.031 | 1 | < 0.1% | |
| 0.061 | 2 | < 0.1% | |
| 0.092 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 773.463 | 1 | < 0.1% | |
| 772.996 | 1 | < 0.1% | |
| 772.809 | 1 | < 0.1% | |
| 769.074 | 1 | < 0.1% | |
| 727.147 | 1 | < 0.1% |
| Distinct | 264 |
|---|---|
| Distinct (%) | 73.9% |
| Missing | 57249 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.2623641 |
|---|---|
| Minimum | 0 |
| Maximum | 4375.407 |
| Zeros | 23 |
| Zeros (%) | < 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.027 |
| median | 25.778 |
| Q3 | 233.091 |
| 95-th percentile | 1121.1246 |
| Maximum | 4375.407 |
| Range | 4375.407 |
| Interquartile range (IQR) | 229.064 |
Descriptive statistics
| Standard deviation | 545.0054004 |
|---|---|
| Coefficient of variation (CV) | 2.186472885 |
| Kurtosis | 19.98604281 |
| Mean | 249.2623641 |
| Median Absolute Deviation (MAD) | 24.778 |
| Skewness | 3.988297099 |
| Sum | 88986.664 |
| Variance | 297030.8865 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 23 | < 0.1% | |
| 1.001 | 7 | < 0.1% | |
| 1 | 5 | < 0.1% | |
| 1.007 | 4 | < 0.1% | |
| 1.944 | 4 | < 0.1% | |
| 3.888 | 4 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 4.027 | 4 | < 0.1% | |
| 7.898 | 4 | < 0.1% | |
| 4.005 | 4 | < 0.1% | |
| Other values (254) | 294 | 0.5% | |
| (Missing) | 57249 | 99.4% |
| Value | Count | Frequency (%) | |
| 0 | 23 | < 0.1% | |
| 0.982 | 4 | < 0.1% | |
| 0.996 | 1 | < 0.1% | |
| 1 | 5 | < 0.1% | |
| 1.001 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4375.407 | 1 | < 0.1% | |
| 3977.997 | 1 | < 0.1% | |
| 2958.172 | 1 | < 0.1% | |
| 2681.544 | 1 | < 0.1% | |
| 2655.647 | 1 | < 0.1% |
| Distinct | 259 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 57249 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.284022409 |
|---|---|
| Minimum | 0 |
| Maximum | 192.21 |
| Zeros | 23 |
| Zeros (%) | < 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.816 |
| median | 2.083 |
| Q3 | 6.076 |
| 95-th percentile | 27.1066 |
| Maximum | 192.21 |
| Range | 192.21 |
| Interquartile range (IQR) | 5.26 |
Descriptive statistics
| Standard deviation | 18.18264605 |
|---|---|
| Coefficient of variation (CV) | 2.496236973 |
| Kurtosis | 53.71403913 |
| Mean | 7.284022409 |
| Median Absolute Deviation (MAD) | 1.675 |
| Skewness | 6.57522403 |
| Sum | 2600.396 |
| Variance | 330.6086173 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 23 | < 0.1% | |
| 0.755 | 7 | < 0.1% | |
| 1.142 | 5 | < 0.1% | |
| 0.204 | 4 | < 0.1% | |
| 0.186 | 4 | < 0.1% | |
| 3.019 | 4 | < 0.1% | |
| 0.782 | 4 | < 0.1% | |
| 0.521 | 4 | < 0.1% | |
| 3.425 | 4 | < 0.1% | |
| 0.373 | 4 | < 0.1% | |
| Other values (249) | 294 | 0.5% | |
| (Missing) | 57249 | 99.4% |
| Value | Count | Frequency (%) | |
| 0 | 23 | < 0.1% | |
| 0.021 | 1 | < 0.1% | |
| 0.17 | 1 | < 0.1% | |
| 0.174 | 2 | < 0.1% | |
| 0.186 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 192.21 | 1 | < 0.1% | |
| 167.609 | 1 | < 0.1% | |
| 131.74 | 1 | < 0.1% | |
| 90.894 | 1 | < 0.1% | |
| 67.032 | 1 | < 0.1% |
| Distinct | 568 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 56961 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2230.688121 |
|---|---|
| Minimum | 0 |
| Maximum | 46641.41 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.1954 |
| Q1 | 20.137 |
| median | 146.811 |
| Q3 | 1077.102 |
| 95-th percentile | 14082.8864 |
| Maximum | 46641.41 |
| Range | 46641.41 |
| Interquartile range (IQR) | 1056.965 |
Descriptive statistics
| Standard deviation | 5305.474602 |
|---|---|
| Coefficient of variation (CV) | 2.378402678 |
| Kurtosis | 15.51974324 |
| Mean | 2230.688121 |
| Median Absolute Deviation (MAD) | 141.811 |
| Skewness | 3.571225616 |
| Sum | 1438793.838 |
| Variance | 28148060.75 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 10 | < 0.1% | |
| 0 | 6 | < 0.1% | |
| 4 | 5 | < 0.1% | |
| 0.956 | 4 | < 0.1% | |
| 1.001 | 4 | < 0.1% | |
| 0.982 | 4 | < 0.1% | |
| 4.005 | 3 | < 0.1% | |
| 5.894 | 3 | < 0.1% | |
| 24.031 | 3 | < 0.1% | |
| 4.912 | 3 | < 0.1% | |
| Other values (558) | 600 | 1.0% | |
| (Missing) | 56961 | 98.9% |
| Value | Count | Frequency (%) | |
| 0 | 6 | < 0.1% | |
| 0.956 | 4 | < 0.1% | |
| 0.974 | 2 | < 0.1% | |
| 0.982 | 4 | < 0.1% | |
| 0.998 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 46641.41 | 1 | < 0.1% | |
| 33314.868 | 1 | < 0.1% | |
| 28388 | 1 | < 0.1% | |
| 28244.885 | 1 | < 0.1% | |
| 26558 | 1 | < 0.1% |
| Distinct | 565 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 56961 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.65507442 |
|---|---|
| Minimum | 0 |
| Maximum | 2424.482 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.7398 |
| Q1 | 4.167 |
| median | 14.997 |
| Q3 | 45.033 |
| 95-th percentile | 275.298 |
| Maximum | 2424.482 |
| Range | 2424.482 |
| Interquartile range (IQR) | 40.866 |
Descriptive statistics
| Standard deviation | 174.8486368 |
|---|---|
| Coefficient of variation (CV) | 2.882671211 |
| Kurtosis | 76.9168366 |
| Mean | 60.65507442 |
| Median Absolute Deviation (MAD) | 12.625 |
| Skewness | 7.663100094 |
| Sum | 39122.523 |
| Variance | 30572.04579 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.142 | 10 | < 0.1% | |
| 0 | 6 | < 0.1% | |
| 4.567 | 5 | < 0.1% | |
| 0.521 | 5 | < 0.1% | |
| 0.755 | 4 | < 0.1% | |
| 2.801 | 4 | < 0.1% | |
| 2.604 | 4 | < 0.1% | |
| 1.042 | 3 | < 0.1% | |
| 1.631 | 3 | < 0.1% | |
| 1.563 | 3 | < 0.1% | |
| Other values (555) | 598 | 1.0% | |
| (Missing) | 56961 | 98.9% |
| Value | Count | Frequency (%) | |
| 0 | 6 | < 0.1% | |
| 0.018 | 1 | < 0.1% | |
| 0.075 | 1 | < 0.1% | |
| 0.091 | 1 | < 0.1% | |
| 0.116 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2424.482 | 1 | < 0.1% | |
| 1731.751 | 1 | < 0.1% | |
| 1360.429 | 1 | < 0.1% | |
| 1187.929 | 1 | < 0.1% | |
| 1185.844 | 1 | < 0.1% |
| Distinct | 21573 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 35351 |
| Missing (%) | 61.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2332586.913 |
|---|---|
| Minimum | 1 |
| Maximum | 166039068 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1690.1 |
| Q1 | 62180 |
| median | 272981 |
| Q3 | 1096451 |
| 95-th percentile | 6779953 |
| Maximum | 166039068 |
| Range | 166039067 |
| Interquartile range (IQR) | 1034271 |
Descriptive statistics
| Standard deviation | 10573271.91 |
|---|---|
| Coefficient of variation (CV) | 4.53285228 |
| Kurtosis | 101.178987 |
| Mean | 2332586.913 |
| Median Absolute Deviation (MAD) | 258768 |
| Skewness | 9.339659635 |
| Sum | 5.191172176e+10 |
| Variance | 1.117940788e+14 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 8 | < 0.1% | |
| 2 | 7 | < 0.1% | |
| 4 | 7 | < 0.1% | |
| 16 | 6 | < 0.1% | |
| 10 | 6 | < 0.1% | |
| 14 | 6 | < 0.1% | |
| 25 | 6 | < 0.1% | |
| 5 | 6 | < 0.1% | |
| 11 | 6 | < 0.1% | |
| 20 | 6 | < 0.1% | |
| Other values (21563) | 22191 | 38.5% | |
| (Missing) | 35351 | 61.4% |
| Value | Count | Frequency (%) | |
| 1 | 8 | < 0.1% | |
| 2 | 7 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 7 | < 0.1% | |
| 5 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 166039068 | 1 | < 0.1% | |
| 165245356 | 1 | < 0.1% | |
| 164113533 | 1 | < 0.1% | |
| 162898447 | 1 | < 0.1% | |
| 161697270 | 1 | < 0.1% |
| Distinct | 12563 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 35579 |
| Missing (%) | 61.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28537.50456 |
|---|---|
| Minimum | -3743 |
| Maximum | 1531394 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -3743 |
|---|---|
| 5-th percentile | 92 |
| Q1 | 1048 |
| median | 3788 |
| Q3 | 14167.5 |
| 95-th percentile | 89221.4 |
| Maximum | 1531394 |
| Range | 1535137 |
| Interquartile range (IQR) | 13119.5 |
Descriptive statistics
| Standard deviation | 114745.8357 |
|---|---|
| Coefficient of variation (CV) | 4.020878399 |
| Kurtosis | 65.98556051 |
| Mean | 28537.50456 |
| Median Absolute Deviation (MAD) | 3391 |
| Skewness | 7.66642726 |
| Sum | 628595613 |
| Variance | 1.31666068e+10 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 58 | 0.1% | |
| 2 | 35 | 0.1% | |
| 5 | 26 | < 0.1% | |
| 4 | 26 | < 0.1% | |
| 7 | 22 | < 0.1% | |
| 3 | 21 | < 0.1% | |
| 12 | 21 | < 0.1% | |
| 29 | 20 | < 0.1% | |
| 18 | 19 | < 0.1% | |
| 25 | 18 | < 0.1% | |
| Other values (12553) | 21761 | 37.8% | |
| (Missing) | 35579 | 61.8% |
| Value | Count | Frequency (%) | |
| -3743 | 1 | < 0.1% | |
| -1884 | 1 | < 0.1% | |
| -1377 | 1 | < 0.1% | |
| -357 | 1 | < 0.1% | |
| -87 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1531394 | 1 | < 0.1% | |
| 1502666 | 1 | < 0.1% | |
| 1492409 | 1 | < 0.1% | |
| 1474256 | 1 | < 0.1% | |
| 1469984 | 1 | < 0.1% |
| Distinct | 18200 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 35351 |
| Missing (%) | 61.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.34287958 |
|---|---|
| Minimum | 0 |
| Maximum | 1976.384 |
| Zeros | 45 |
| Zeros (%) | 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1007 |
| Q1 | 4.1435 |
| median | 21.596 |
| Q3 | 87.1235 |
| 95-th percentile | 322.2884 |
| Maximum | 1976.384 |
| Range | 1976.384 |
| Interquartile range (IQR) | 82.98 |
Descriptive statistics
| Standard deviation | 161.1267953 |
|---|---|
| Coefficient of variation (CV) | 2.005489424 |
| Kurtosis | 34.56234943 |
| Mean | 80.34287958 |
| Median Absolute Deviation (MAD) | 20.786 |
| Skewness | 4.973357447 |
| Sum | 1788030.785 |
| Variance | 25961.84416 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.001 | 65 | 0.1% | |
| 0.002 | 52 | 0.1% | |
| 0 | 45 | 0.1% | |
| 0.003 | 39 | 0.1% | |
| 0.007 | 32 | 0.1% | |
| 0.004 | 28 | < 0.1% | |
| 0.015 | 23 | < 0.1% | |
| 0.005 | 23 | < 0.1% | |
| 0.01 | 21 | < 0.1% | |
| 0.008 | 21 | < 0.1% | |
| Other values (18190) | 21906 | 38.0% | |
| (Missing) | 35351 | 61.4% |
| Value | Count | Frequency (%) | |
| 0 | 45 | 0.1% | |
| 0.001 | 65 | 0.1% | |
| 0.002 | 52 | 0.1% | |
| 0.003 | 39 | 0.1% | |
| 0.004 | 28 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1976.384 | 1 | < 0.1% | |
| 1962.316 | 1 | < 0.1% | |
| 1961.043 | 1 | < 0.1% | |
| 1945.613 | 1 | < 0.1% | |
| 1928.272 | 1 | < 0.1% |
| Distinct | 3907 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 35579 |
| Missing (%) | 61.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9239007128 |
|---|---|
| Minimum | -0.398 |
| Maximum | 26.09 |
| Zeros | 214 |
| Zeros (%) | 0.4% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | -0.398 |
|---|---|
| 5-th percentile | 0.006 |
| Q1 | 0.074 |
| median | 0.345 |
| Q3 | 1.081 |
| 95-th percentile | 3.541 |
| Maximum | 26.09 |
| Range | 26.488 |
| Interquartile range (IQR) | 1.007 |
Descriptive statistics
| Standard deviation | 1.712155596 |
|---|---|
| Coefficient of variation (CV) | 1.853181377 |
| Kurtosis | 38.72413399 |
| Mean | 0.9239007128 |
| Median Absolute Deviation (MAD) | 0.312 |
| Skewness | 5.107466231 |
| Sum | 20350.761 |
| Variance | 2.931476783 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.001 | 217 | 0.4% | |
| 0 | 214 | 0.4% | |
| 0.002 | 192 | 0.3% | |
| 0.004 | 140 | 0.2% | |
| 0.003 | 138 | 0.2% | |
| 0.005 | 132 | 0.2% | |
| 0.007 | 128 | 0.2% | |
| 0.006 | 127 | 0.2% | |
| 0.008 | 116 | 0.2% | |
| 0.009 | 101 | 0.2% | |
| Other values (3897) | 20522 | 35.6% | |
| (Missing) | 35579 | 61.8% |
| Value | Count | Frequency (%) | |
| -0.398 | 1 | < 0.1% | |
| -0.212 | 1 | < 0.1% | |
| -0.145 | 1 | < 0.1% | |
| -0.078 | 1 | < 0.1% | |
| -0.039 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 26.09 | 1 | < 0.1% | |
| 24.32 | 1 | < 0.1% | |
| 23.001 | 1 | < 0.1% | |
| 22.945 | 1 | < 0.1% | |
| 22.916 | 1 | < 0.1% |
| Distinct | 14080 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 32712 |
| Missing (%) | 56.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27464.74138 |
|---|---|
| Minimum | 0 |
| Maximum | 1296553 |
| Zeros | 62 |
| Zeros (%) | 0.1% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 1124 |
| median | 4108.5 |
| Q3 | 15286.5 |
| 95-th percentile | 90359.45 |
| Maximum | 1296553 |
| Range | 1296553 |
| Interquartile range (IQR) | 14162.5 |
Descriptive statistics
| Standard deviation | 105960.5229 |
|---|---|
| Coefficient of variation (CV) | 3.858056458 |
| Kurtosis | 67.98863491 |
| Mean | 27464.74138 |
| Median Absolute Deviation (MAD) | 3704.5 |
| Skewness | 7.810698623 |
| Sum | 683707272 |
| Variance | 1.122763241e+10 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 62 | 0.1% | |
| 1 | 51 | 0.1% | |
| 2 | 39 | 0.1% | |
| 3 | 30 | 0.1% | |
| 4 | 26 | < 0.1% | |
| 5 | 26 | < 0.1% | |
| 29 | 21 | < 0.1% | |
| 39 | 20 | < 0.1% | |
| 30 | 20 | < 0.1% | |
| 40 | 19 | < 0.1% | |
| Other values (14070) | 24580 | 42.7% | |
| (Missing) | 32712 | 56.8% |
| Value | Count | Frequency (%) | |
| 0 | 62 | 0.1% | |
| 1 | 51 | 0.1% | |
| 2 | 39 | 0.1% | |
| 3 | 30 | 0.1% | |
| 4 | 26 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1296553 | 1 | < 0.1% | |
| 1292885 | 1 | < 0.1% | |
| 1279363 | 1 | < 0.1% | |
| 1270947 | 1 | < 0.1% | |
| 1255860 | 1 | < 0.1% |
| Distinct | 4040 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 32712 |
| Missing (%) | 56.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9074678637 |
|---|---|
| Minimum | 0 |
| Maximum | 19.181 |
| Zeros | 291 |
| Zeros (%) | 0.5% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.007 |
| Q1 | 0.076 |
| median | 0.352 |
| Q3 | 1.088 |
| 95-th percentile | 3.47735 |
| Maximum | 19.181 |
| Range | 19.181 |
| Interquartile range (IQR) | 1.012 |
Descriptive statistics
| Standard deviation | 1.58785639 |
|---|---|
| Coefficient of variation (CV) | 1.749765973 |
| Kurtosis | 29.83500099 |
| Mean | 0.9074678637 |
| Median Absolute Deviation (MAD) | 0.317 |
| Skewness | 4.54417145 |
| Sum | 22590.505 |
| Variance | 2.521287915 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 291 | 0.5% | |
| 0.001 | 222 | 0.4% | |
| 0.002 | 204 | 0.4% | |
| 0.006 | 142 | 0.2% | |
| 0.004 | 124 | 0.2% | |
| 0.007 | 120 | 0.2% | |
| 0.003 | 119 | 0.2% | |
| 0.01 | 119 | 0.2% | |
| 0.014 | 112 | 0.2% | |
| 0.013 | 111 | 0.2% | |
| Other values (4030) | 23330 | 40.5% | |
| (Missing) | 32712 | 56.8% |
| Value | Count | Frequency (%) | |
| 0 | 291 | 0.5% | |
| 0.001 | 222 | 0.4% | |
| 0.002 | 204 | 0.4% | |
| 0.003 | 119 | 0.2% | |
| 0.004 | 124 | 0.2% |
| Value | Count | Frequency (%) | |
| 19.181 | 1 | < 0.1% | |
| 18.603 | 1 | < 0.1% | |
| 18.269 | 1 | < 0.1% | |
| 18.101 | 1 | < 0.1% | |
| 18.034 | 1 | < 0.1% |
| Distinct | 19567 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 34591 |
| Missing (%) | 60.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.1258436 |
|---|---|
| Minimum | 1.505 |
| Maximum | 45864 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 1.505 |
|---|---|
| 5-th percentile | 3.934 |
| Q1 | 10.5515 |
| median | 29.095 |
| Q3 | 94.235 |
| 95-th percentile | 756 |
| Maximum | 45864 |
| Range | 45862.495 |
| Interquartile range (IQR) | 83.6835 |
Descriptive statistics
| Standard deviation | 876.5052132 |
|---|---|
| Coefficient of variation (CV) | 4.786354542 |
| Kurtosis | 728.0270719 |
| Mean | 183.1258436 |
| Median Absolute Deviation (MAD) | 22.711 |
| Skewness | 22.15047449 |
| Sum | 4214641.29 |
| Variance | 768261.3888 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14 | 14 | < 0.1% | |
| 98 | 11 | < 0.1% | |
| 35 | 11 | < 0.1% | |
| 7 | 11 | < 0.1% | |
| 112 | 9 | < 0.1% | |
| 70 | 9 | < 0.1% | |
| 42 | 9 | < 0.1% | |
| 21 | 9 | < 0.1% | |
| 31.5 | 8 | < 0.1% | |
| 266 | 8 | < 0.1% | |
| Other values (19557) | 22916 | 39.8% | |
| (Missing) | 34591 | 60.0% |
| Value | Count | Frequency (%) | |
| 1.505 | 1 | < 0.1% | |
| 1.535 | 1 | < 0.1% | |
| 1.546 | 1 | < 0.1% | |
| 1.581 | 1 | < 0.1% | |
| 1.615 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 45864 | 1 | < 0.1% | |
| 30632 | 1 | < 0.1% | |
| 27062 | 1 | < 0.1% | |
| 27002.5 | 1 | < 0.1% | |
| 26614 | 1 | < 0.1% |
| Distinct | 549 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 34182 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06831753757 |
|---|---|
| Minimum | 0 |
| Maximum | 0.665 |
| Zeros | 775 |
| Zeros (%) | 1.3% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.01 |
| median | 0.033 |
| Q3 | 0.093 |
| 95-th percentile | 0.252 |
| Maximum | 0.665 |
| Range | 0.665 |
| Interquartile range (IQR) | 0.083 |
Descriptive statistics
| Standard deviation | 0.08906937731 |
|---|---|
| Coefficient of variation (CV) | 1.303755675 |
| Kurtosis | 6.786373779 |
| Mean | 0.06831753757 |
| Median Absolute Deviation (MAD) | 0.028 |
| Skewness | 2.347970554 |
| Sum | 1600.27 |
| Variance | 0.007933353975 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.001 | 919 | 1.6% | |
| 0 | 775 | 1.3% | |
| 0.002 | 625 | 1.1% | |
| 0.004 | 568 | 1.0% | |
| 0.005 | 556 | 1.0% | |
| 0.003 | 502 | 0.9% | |
| 0.007 | 456 | 0.8% | |
| 0.008 | 447 | 0.8% | |
| 0.009 | 428 | 0.7% | |
| 0.01 | 425 | 0.7% | |
| Other values (539) | 17723 | 30.8% | |
| (Missing) | 34182 | 59.3% |
| Value | Count | Frequency (%) | |
| 0 | 775 | 1.3% | |
| 0.001 | 919 | 1.6% | |
| 0.002 | 625 | 1.1% | |
| 0.003 | 502 | 0.9% | |
| 0.004 | 568 | 1.0% |
| Value | Count | Frequency (%) | |
| 0.665 | 1 | < 0.1% | |
| 0.651 | 1 | < 0.1% | |
| 0.647 | 1 | < 0.1% | |
| 0.633 | 1 | < 0.1% | |
| 0.619 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 31748 |
| Missing (%) | 55.1% |
| Memory size | 450.0 KiB |
| tests performed | |
|---|---|
| samples tested | |
| people tested | |
| units unclear | 555 |
| people tested (incl. non-PCR) | 493 |
| Value | Count | Frequency (%) | |
| tests performed | 15119 | 26.2% | |
| samples tested | 5031 | 8.7% | |
| people tested | 4400 | 7.6% | |
| units unclear | 555 | 1.0% | |
| people tested (incl. non-PCR) | 493 | 0.9% | |
| tests performed (incl. non-PCR) | 260 | 0.5% | |
| (Missing) | 31748 | 55.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 31 |
|---|---|
| Median length | 3 |
| Mean length | 8.319185502 |
| Min length | 3 |
| Distinct | 172 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 9736 |
| Missing (%) | 16.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.98476018 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 2274 |
| Zeros (%) | 3.9% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.78 |
| Q1 | 39.81 |
| median | 60.65 |
| Q3 | 77.78 |
| 95-th percentile | 92.59 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 37.97 |
Descriptive statistics
| Standard deviation | 25.8319407 |
|---|---|
| Coefficient of variation (CV) | 0.4533131423 |
| Kurtosis | -0.5096482443 |
| Mean | 56.98476018 |
| Median Absolute Deviation (MAD) | 18.52 |
| Skewness | -0.5709277567 |
| Sum | 2727860.47 |
| Variance | 667.2891605 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 2274 | 3.9% | |
| 80.56 | 963 | 1.7% | |
| 60.19 | 785 | 1.4% | |
| 96.3 | 749 | 1.3% | |
| 57.41 | 747 | 1.3% | |
| 73.15 | 732 | 1.3% | |
| 77.78 | 723 | 1.3% | |
| 87.04 | 700 | 1.2% | |
| 78.7 | 694 | 1.2% | |
| 71.3 | 678 | 1.2% | |
| Other values (162) | 38825 | 67.4% | |
| (Missing) | 9736 | 16.9% |
| Value | Count | Frequency (%) | |
| 0 | 2274 | 3.9% | |
| 1.85 | 3 | < 0.1% | |
| 2.78 | 253 | 0.4% | |
| 5.56 | 307 | 0.5% | |
| 8.33 | 328 | 0.6% |
| Value | Count | Frequency (%) | |
| 100 | 446 | 0.8% | |
| 98.15 | 1 | < 0.1% | |
| 97.22 | 78 | 0.1% | |
| 96.3 | 749 | 1.3% | |
| 95.37 | 15 | < 0.1% |
population
Real number (ℝ≥0)
| Distinct | 215 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 324 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85552144.93 |
|---|---|
| Minimum | 809 |
| Maximum | 7794798729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 809 |
|---|---|
| 5-th percentile | 42882 |
| Q1 | 1326539 |
| median | 8278737 |
| Q3 | 29825968 |
| 95-th percentile | 145934460 |
| Maximum | 7794798729 |
| Range | 7794797920 |
| Interquartile range (IQR) | 28499429 |
Descriptive statistics
| Standard deviation | 601549992.2 |
|---|---|
| Coefficient of variation (CV) | 7.031384107 |
| Kurtosis | 149.8618822 |
| Mean | 85552144.93 |
| Median Absolute Deviation (MAD) | 8095108 |
| Skewness | 12.02590937 |
| Sum | 4.900597966e+12 |
| Variance | 3.618623931e+17 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 37742157 | 324 | 0.6% | |
| 145934460 | 324 | 0.6% | |
| 69799978 | 324 | 0.6% | |
| 5421242 | 324 | 0.6% | |
| 10847904 | 324 | 0.6% | |
| 23816775 | 324 | 0.6% | |
| 128932753 | 324 | 0.6% | |
| 2722291 | 324 | 0.6% | |
| 17643060 | 324 | 0.6% | |
| 341250 | 324 | 0.6% | |
| Other values (205) | 54042 | 93.8% |
| Value | Count | Frequency (%) | |
| 809 | 252 | 0.4% | |
| 3483 | 229 | 0.4% | |
| 4999 | 243 | 0.4% | |
| 11246 | 33 | 0.1% | |
| 15002 | 237 | 0.4% |
| Value | Count | Frequency (%) | |
| 7794798729 | 324 | 0.6% | |
| 1439323774 | 324 | 0.6% | |
| 1380004385 | 324 | 0.6% | |
| 331002647 | 324 | 0.6% | |
| 273523621 | 324 | 0.6% |
| Distinct | 203 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 3036 |
| Missing (%) | 5.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 360.3726226 |
|---|---|
| Minimum | 0.137 |
| Maximum | 19347.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.137 |
|---|---|
| 5-th percentile | 4.289 |
| Q1 | 37.728 |
| median | 88.125 |
| Q3 | 214.243 |
| 95-th percentile | 778.202 |
| Maximum | 19347.5 |
| Range | 19347.363 |
| Interquartile range (IQR) | 176.515 |
Descriptive statistics
| Standard deviation | 1639.254138 |
|---|---|
| Coefficient of variation (CV) | 4.548775449 |
| Kurtosis | 106.9899471 |
| Mean | 360.3726226 |
| Median Absolute Deviation (MAD) | 63.843 |
| Skewness | 9.933845681 |
| Sum | 19665534.02 |
| Variance | 2687154.129 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 112.442 | 324 | 0.6% | |
| 222.873 | 324 | 0.6% | |
| 97.999 | 324 | 0.6% | |
| 14.98 | 324 | 0.6% | |
| 66.939 | 324 | 0.6% | |
| 83.479 | 324 | 0.6% | |
| 135.132 | 324 | 0.6% | |
| 204.43 | 324 | 0.6% | |
| 35.608 | 324 | 0.6% | |
| 3.202 | 324 | 0.6% | |
| Other values (193) | 51330 | 89.1% | |
| (Missing) | 3036 | 5.3% |
| Value | Count | Frequency (%) | |
| 0.137 | 244 | 0.4% | |
| 1.98 | 250 | 0.4% | |
| 3.078 | 249 | 0.4% | |
| 3.202 | 324 | 0.6% | |
| 3.404 | 324 | 0.6% |
| Value | Count | Frequency (%) | |
| 19347.5 | 324 | 0.6% | |
| 7915.731 | 324 | 0.6% | |
| 7039.714 | 72 | 0.1% | |
| 3457.1 | 244 | 0.4% | |
| 1935.907 | 324 | 0.6% |
| Distinct | 134 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 6387 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.18795564 |
|---|---|
| Minimum | 15.1 |
| Maximum | 48.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 17.7 |
| Q1 | 23.2 |
| median | 31.1 |
| Q3 | 39.7 |
| 95-th percentile | 44.4 |
| Maximum | 48.2 |
| Range | 33.1 |
| Interquartile range (IQR) | 16.5 |
Descriptive statistics
| Standard deviation | 9.04501751 |
|---|---|
| Coefficient of variation (CV) | 0.2900163644 |
| Kurtosis | -1.227106518 |
| Mean | 31.18795564 |
| Median Absolute Deviation (MAD) | 8.2 |
| Skewness | -0.007086318545 |
| Sum | 1597415.9 |
| Variance | 81.81234175 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 32.4 | 1225 | 2.1% | |
| 38.7 | 972 | 1.7% | |
| 31.9 | 845 | 1.5% | |
| 30.6 | 829 | 1.4% | |
| 29.1 | 824 | 1.4% | |
| 28.6 | 797 | 1.4% | |
| 41.2 | 771 | 1.3% | |
| 18.7 | 739 | 1.3% | |
| 17.7 | 733 | 1.3% | |
| 20.3 | 721 | 1.3% | |
| Other values (124) | 42763 | 74.2% | |
| (Missing) | 6387 | 11.1% |
| Value | Count | Frequency (%) | |
| 15.1 | 243 | 0.4% | |
| 16.4 | 480 | 0.8% | |
| 16.7 | 244 | 0.4% | |
| 16.8 | 489 | 0.8% | |
| 17 | 251 | 0.4% |
| Value | Count | Frequency (%) | |
| 48.2 | 324 | 0.6% | |
| 47.9 | 324 | 0.6% | |
| 46.6 | 324 | 0.6% | |
| 46.2 | 267 | 0.5% | |
| 45.5 | 323 | 0.6% |
| Distinct | 185 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 7159 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.178819058 |
|---|---|
| Minimum | 1.144 |
| Maximum | 27.049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 1.144 |
|---|---|
| 5-th percentile | 2.409 |
| Q1 | 3.552 |
| median | 6.933 |
| Q3 | 14.738 |
| 95-th percentile | 19.754 |
| Maximum | 27.049 |
| Range | 25.905 |
| Interquartile range (IQR) | 11.186 |
Descriptive statistics
| Standard deviation | 6.297597138 |
|---|---|
| Coefficient of variation (CV) | 0.6861010222 |
| Kurtosis | -0.8427453401 |
| Mean | 9.178819058 |
| Median Absolute Deviation (MAD) | 3.954 |
| Skewness | 0.6688797269 |
| Sum | 463043.885 |
| Variance | 39.65972972 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 6.933 | 488 | 0.8% | |
| 11.373 | 324 | 0.6% | |
| 14.799 | 324 | 0.6% | |
| 20.396 | 324 | 0.6% | |
| 15.504 | 324 | 0.6% | |
| 2.355 | 324 | 0.6% | |
| 10.069 | 324 | 0.6% | |
| 5.319 | 324 | 0.6% | |
| 10.641 | 324 | 0.6% | |
| 19.002 | 324 | 0.6% | |
| Other values (175) | 47043 | 81.7% | |
| (Missing) | 7159 | 12.4% |
| Value | Count | Frequency (%) | |
| 1.144 | 324 | 0.6% | |
| 1.307 | 324 | 0.6% | |
| 2.168 | 242 | 0.4% | |
| 2.339 | 246 | 0.4% | |
| 2.345 | 324 | 0.6% |
| Value | Count | Frequency (%) | |
| 27.049 | 324 | 0.6% | |
| 23.021 | 324 | 0.6% | |
| 21.502 | 267 | 0.5% | |
| 21.453 | 324 | 0.6% | |
| 21.228 | 324 | 0.6% |
| Distinct | 184 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6654 |
| Missing (%) | 11.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.799815827 |
|---|---|
| Minimum | 0.526 |
| Maximum | 18.493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.526 |
|---|---|
| 5-th percentile | 1.38 |
| Q1 | 2.085 |
| median | 4.393 |
| Q3 | 9.395 |
| 95-th percentile | 13.748 |
| Maximum | 18.493 |
| Range | 17.967 |
| Interquartile range (IQR) | 7.31 |
Descriptive statistics
| Standard deviation | 4.295995762 |
|---|---|
| Coefficient of variation (CV) | 0.7407124451 |
| Kurtosis | -0.5162522751 |
| Mean | 5.799815827 |
| Median Absolute Deviation (MAD) | 2.61 |
| Skewness | 0.8091415712 |
| Sum | 295512.216 |
| Variance | 18.45557959 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3.053 | 610 | 1.1% | |
| 1.845 | 511 | 0.9% | |
| 2.063 | 499 | 0.9% | |
| 1.726 | 458 | 0.8% | |
| 15.957 | 324 | 0.6% | |
| 1.114 | 324 | 0.6% | |
| 9.393 | 324 | 0.6% | |
| 13.053 | 324 | 0.6% | |
| 4.458 | 324 | 0.6% | |
| 18.493 | 324 | 0.6% | |
| Other values (174) | 46930 | 81.5% | |
| (Missing) | 6654 | 11.6% |
| Value | Count | Frequency (%) | |
| 0.526 | 324 | 0.6% | |
| 0.617 | 324 | 0.6% | |
| 1.114 | 324 | 0.6% | |
| 1.285 | 232 | 0.4% | |
| 1.308 | 242 | 0.4% |
| Value | Count | Frequency (%) | |
| 18.493 | 324 | 0.6% | |
| 16.24 | 324 | 0.6% | |
| 15.957 | 324 | 0.6% | |
| 14.924 | 267 | 0.5% | |
| 14.524 | 324 | 0.6% |
| Distinct | 187 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 7056 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20617.46054 |
|---|---|
| Minimum | 661.24 |
| Maximum | 116935.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 661.24 |
|---|---|
| 5-th percentile | 1429.813 |
| Q1 | 5321.444 |
| median | 13913.839 |
| Q3 | 31400.84 |
| 95-th percentile | 57410.166 |
| Maximum | 116935.6 |
| Range | 116274.36 |
| Interquartile range (IQR) | 26079.396 |
Descriptive statistics
| Standard deviation | 20310.13712 |
|---|---|
| Coefficient of variation (CV) | 0.9850940217 |
| Kurtosis | 3.516260659 |
| Mean | 20617.46054 |
| Median Absolute Deviation (MAD) | 10660.543 |
| Skewness | 1.664962998 |
| Sum | 1042212630 |
| Variance | 412501669.8 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 46482.958 | 324 | 0.6% | |
| 45436.686 | 324 | 0.6% | |
| 37960.709 | 324 | 0.6% | |
| 39002.223 | 324 | 0.6% | |
| 5338.454 | 324 | 0.6% | |
| 36085.843 | 324 | 0.6% | |
| 16277.671 | 324 | 0.6% | |
| 13367.565 | 324 | 0.6% | |
| 7599.188 | 324 | 0.6% | |
| 22669.797 | 324 | 0.6% | |
| Other values (177) | 47310 | 82.1% | |
| (Missing) | 7056 | 12.2% |
| Value | Count | Frequency (%) | |
| 661.24 | 248 | 0.4% | |
| 702.225 | 232 | 0.4% | |
| 752.788 | 247 | 0.4% | |
| 808.133 | 251 | 0.4% | |
| 926 | 243 | 0.4% |
| Value | Count | Frequency (%) | |
| 116935.6 | 324 | 0.6% | |
| 94277.965 | 324 | 0.6% | |
| 85535.383 | 324 | 0.6% | |
| 71809.251 | 253 | 0.4% | |
| 67335.293 | 324 | 0.6% |
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 23914 |
| Missing (%) | 41.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.44134216 |
|---|---|
| Minimum | 0.1 |
| Maximum | 77.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.5 |
| median | 2 |
| Q3 | 18.1 |
| 95-th percentile | 57.5 |
| Maximum | 77.6 |
| Range | 77.5 |
| Interquartile range (IQR) | 17.6 |
Descriptive statistics
| Standard deviation | 19.43201673 |
|---|---|
| Coefficient of variation (CV) | 1.561890709 |
| Kurtosis | 2.138238352 |
| Mean | 12.44134216 |
| Median Absolute Deviation (MAD) | 1.8 |
| Skewness | 1.765533037 |
| Sum | 419173.7 |
| Variance | 377.603274 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.2 | 3958 | 6.9% | |
| 0.5 | 2965 | 5.1% | |
| 0.7 | 2146 | 3.7% | |
| 0.1 | 1984 | 3.4% | |
| 1 | 1112 | 1.9% | |
| 2 | 904 | 1.6% | |
| 1.3 | 839 | 1.5% | |
| 1.5 | 831 | 1.4% | |
| 5.7 | 648 | 1.1% | |
| 2.5 | 648 | 1.1% | |
| Other values (65) | 17657 | 30.7% | |
| (Missing) | 23914 | 41.5% |
| Value | Count | Frequency (%) | |
| 0.1 | 1984 | 3.4% | |
| 0.2 | 3958 | 6.9% | |
| 0.5 | 2965 | 5.1% | |
| 0.6 | 509 | 0.9% | |
| 0.7 | 2146 | 3.7% |
| Value | Count | Frequency (%) | |
| 77.6 | 243 | 0.4% | |
| 77.1 | 251 | 0.4% | |
| 71.7 | 232 | 0.4% | |
| 71.4 | 235 | 0.4% | |
| 67.1 | 237 | 0.4% |
| Distinct | 189 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6407 |
| Missing (%) | 11.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 252.688286 |
|---|---|
| Minimum | 79.37 |
| Maximum | 724.417 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 79.37 |
|---|---|
| 5-th percentile | 103.957 |
| Q1 | 156.139 |
| median | 238.339 |
| Q3 | 318.991 |
| 95-th percentile | 460.043 |
| Maximum | 724.417 |
| Range | 645.047 |
| Interquartile range (IQR) | 162.852 |
Descriptive statistics
| Standard deviation | 117.5235974 |
|---|---|
| Coefficient of variation (CV) | 0.4650931756 |
| Kurtosis | 0.8536838727 |
| Mean | 252.688286 |
| Median Absolute Deviation (MAD) | 82.2 |
| Skewness | 0.9033975381 |
| Sum | 12937387.55 |
| Variance | 13811.79594 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 128.797 | 324 | 0.6% | |
| 99.739 | 324 | 0.6% | |
| 266.653 | 324 | 0.6% | |
| 496.218 | 324 | 0.6% | |
| 132.235 | 324 | 0.6% | |
| 175.695 | 324 | 0.6% | |
| 270.308 | 324 | 0.6% | |
| 255.569 | 324 | 0.6% | |
| 109.861 | 324 | 0.6% | |
| 260.797 | 324 | 0.6% | |
| Other values (179) | 47959 | 83.3% | |
| (Missing) | 6407 | 11.1% |
| Value | Count | Frequency (%) | |
| 79.37 | 324 | 0.6% | |
| 85.755 | 258 | 0.4% | |
| 85.998 | 324 | 0.6% | |
| 86.06 | 324 | 0.6% | |
| 92.243 | 324 | 0.6% |
| Value | Count | Frequency (%) | |
| 724.417 | 248 | 0.4% | |
| 597.029 | 324 | 0.6% | |
| 561.494 | 243 | 0.4% | |
| 559.812 | 324 | 0.6% | |
| 557.793 | 21 | < 0.1% |
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4532 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.070977126 |
|---|---|
| Minimum | 0.99 |
| Maximum | 30.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 5.31 |
| median | 7.125 |
| Q3 | 10.39 |
| 95-th percentile | 16.74 |
| Maximum | 30.53 |
| Range | 29.54 |
| Interquartile range (IQR) | 5.08 |
Descriptive statistics
| Standard deviation | 4.191216118 |
|---|---|
| Coefficient of variation (CV) | 0.5192947586 |
| Kurtosis | 1.622115197 |
| Mean | 8.070977126 |
| Median Absolute Deviation (MAD) | 2.465 |
| Skewness | 1.123431525 |
| Sum | 428359.04 |
| Variance | 17.56629255 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2.42 | 3252 | 5.6% | |
| 7.11 | 1925 | 3.3% | |
| 3.94 | 1651 | 2.9% | |
| 11.62 | 1477 | 2.6% | |
| 10.08 | 1345 | 2.3% | |
| 6.05 | 966 | 1.7% | |
| 7.2 | 751 | 1.3% | |
| 6.1 | 743 | 1.3% | |
| 9.74 | 648 | 1.1% | |
| 16.52 | 648 | 1.1% | |
| Other values (134) | 39668 | 68.9% | |
| (Missing) | 4532 | 7.9% |
| Value | Count | Frequency (%) | |
| 0.99 | 247 | 0.4% | |
| 1.82 | 243 | 0.4% | |
| 1.91 | 246 | 0.4% | |
| 2.16 | 244 | 0.4% | |
| 2.42 | 3252 | 5.6% |
| Value | Count | Frequency (%) | |
| 30.53 | 21 | < 0.1% | |
| 23.36 | 243 | 0.4% | |
| 22.63 | 245 | 0.4% | |
| 22.02 | 244 | 0.4% | |
| 21.52 | 245 | 0.4% |
| Distinct | 107 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 17798 |
| Missing (%) | 30.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.74205979 |
|---|---|
| Minimum | 0.1 |
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.9 |
| median | 6.4 |
| Q3 | 19.6 |
| 95-th percentile | 30.2 |
| Maximum | 44 |
| Range | 43.9 |
| Interquartile range (IQR) | 17.7 |
Descriptive statistics
| Standard deviation | 10.47090459 |
|---|---|
| Coefficient of variation (CV) | 0.9747576159 |
| Kurtosis | -0.269209491 |
| Mean | 10.74205979 |
| Median Absolute Deviation (MAD) | 5.4 |
| Skewness | 0.90575831 |
| Sum | 427619.916 |
| Variance | 109.6398429 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.9 | 1218 | 2.1% | |
| 2 | 1151 | 2.0% | |
| 0.8 | 934 | 1.6% | |
| 1 | 909 | 1.6% | |
| 0.3 | 898 | 1.6% | |
| 1.7 | 742 | 1.3% | |
| 1.6 | 732 | 1.3% | |
| 0.4 | 704 | 1.2% | |
| 2.8 | 656 | 1.1% | |
| 20.9 | 611 | 1.1% | |
| Other values (97) | 31253 | 54.3% | |
| (Missing) | 17798 | 30.9% |
| Value | Count | Frequency (%) | |
| 0.1 | 243 | 0.4% | |
| 0.2 | 566 | 1.0% | |
| 0.3 | 898 | 1.6% | |
| 0.4 | 704 | 1.2% | |
| 0.5 | 324 | 0.6% |
| Value | Count | Frequency (%) | |
| 44 | 246 | 0.4% | |
| 37.7 | 267 | 0.5% | |
| 35.3 | 324 | 0.6% | |
| 34.3 | 324 | 0.6% | |
| 34.2 | 259 | 0.4% |
| Distinct | 123 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 18306 |
| Missing (%) | 31.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.64131145 |
|---|---|
| Minimum | 7.7 |
| Maximum | 78.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 7.7 |
|---|---|
| 5-th percentile | 13.5 |
| Q1 | 21.4 |
| median | 31.4 |
| Q3 | 40.9 |
| 95-th percentile | 53.3 |
| Maximum | 78.1 |
| Range | 70.4 |
| Interquartile range (IQR) | 19.5 |
Descriptive statistics
| Standard deviation | 13.45398905 |
|---|---|
| Coefficient of variation (CV) | 0.4121767309 |
| Kurtosis | 0.3186669789 |
| Mean | 32.64131145 |
| Median Absolute Deviation (MAD) | 9.8 |
| Skewness | 0.5491733966 |
| Sum | 1282803.54 |
| Variance | 181.0098213 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 24.7 | 1052 | 1.8% | |
| 16.5 | 816 | 1.4% | |
| 33.7 | 648 | 1.1% | |
| 31.4 | 645 | 1.1% | |
| 16.6 | 589 | 1.0% | |
| 33.1 | 582 | 1.0% | |
| 37.8 | 580 | 1.0% | |
| 30.9 | 577 | 1.0% | |
| 12.3 | 571 | 1.0% | |
| 18.8 | 569 | 1.0% | |
| Other values (113) | 32671 | 56.7% | |
| (Missing) | 18306 | 31.8% |
| Value | Count | Frequency (%) | |
| 7.7 | 250 | 0.4% | |
| 8.5 | 251 | 0.4% | |
| 9.9 | 255 | 0.4% | |
| 10.8 | 324 | 0.6% | |
| 11.4 | 242 | 0.4% |
| Value | Count | Frequency (%) | |
| 78.1 | 242 | 0.4% | |
| 76.1 | 324 | 0.6% | |
| 65.8 | 256 | 0.4% | |
| 58.3 | 324 | 0.6% | |
| 55.5 | 324 | 0.6% |
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 33335 |
| Missing (%) | 57.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.082517 |
|---|---|
| Minimum | 1.188 |
| Maximum | 98.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 1.188 |
|---|---|
| 5-th percentile | 5.818 |
| Q1 | 21.222 |
| median | 52.232 |
| Q3 | 83.741 |
| 95-th percentile | 95.803 |
| Maximum | 98.999 |
| Range | 97.811 |
| Interquartile range (IQR) | 62.519 |
Descriptive statistics
| Standard deviation | 31.64580801 |
|---|---|
| Coefficient of variation (CV) | 0.6076090372 |
| Kurtosis | -1.461631262 |
| Mean | 52.082517 |
| Median Absolute Deviation (MAD) | 31.373 |
| Skewness | -0.1151297044 |
| Sum | 1264094.77 |
| Variance | 1001.457165 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 94.043 | 324 | 0.6% | |
| 64.204 | 324 | 0.6% | |
| 59.607 | 324 | 0.6% | |
| 90.67 | 324 | 0.6% | |
| 97.4 | 324 | 0.6% | |
| 66.229 | 324 | 0.6% | |
| 37.746 | 324 | 0.6% | |
| 80.635 | 324 | 0.6% | |
| 41.949 | 324 | 0.6% | |
| 59.55 | 324 | 0.6% | |
| Other values (85) | 21031 | 36.5% | |
| (Missing) | 33335 | 57.9% |
| Value | Count | Frequency (%) | |
| 1.188 | 247 | 0.4% | |
| 2.117 | 188 | 0.3% | |
| 2.735 | 253 | 0.4% | |
| 4.472 | 251 | 0.4% | |
| 4.617 | 249 | 0.4% |
| Value | Count | Frequency (%) | |
| 98.999 | 251 | 0.4% | |
| 97.719 | 267 | 0.5% | |
| 97.4 | 324 | 0.6% | |
| 97.164 | 253 | 0.4% | |
| 95.803 | 254 | 0.4% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 11506 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.089546985 |
|---|---|
| Minimum | 0.1 |
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.3 |
| median | 2.5 |
| Q3 | 4.2 |
| 95-th percentile | 7.454 |
| Maximum | 13.8 |
| Range | 13.7 |
| Interquartile range (IQR) | 2.9 |
Descriptive statistics
| Standard deviation | 2.512960422 |
|---|---|
| Coefficient of variation (CV) | 0.8133750465 |
| Kurtosis | 3.97638511 |
| Mean | 3.089546985 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 1.771196707 |
| Sum | 142428.116 |
| Variance | 6.314970084 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.7 | 1707 | 3.0% | |
| 0.8 | 1563 | 2.7% | |
| 1.3 | 1479 | 2.6% | |
| 1.6 | 1479 | 2.6% | |
| 1.5 | 1128 | 2.0% | |
| 1.4 | 1118 | 1.9% | |
| 0.3 | 1067 | 1.9% | |
| 2.1 | 1065 | 1.8% | |
| 2.3 | 1043 | 1.8% | |
| 0.9 | 984 | 1.7% | |
| Other values (90) | 33467 | 58.1% | |
| (Missing) | 11506 | 20.0% |
| Value | Count | Frequency (%) | |
| 0.1 | 238 | 0.4% | |
| 0.2 | 243 | 0.4% | |
| 0.3 | 1067 | 1.9% | |
| 0.4 | 251 | 0.4% | |
| 0.5 | 813 | 1.4% |
| Value | Count | Frequency (%) | |
| 13.8 | 324 | 0.6% | |
| 13.05 | 324 | 0.6% | |
| 12.27 | 324 | 0.6% | |
| 11 | 324 | 0.6% | |
| 8.8 | 255 | 0.4% |
| Distinct | 200 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1062 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.9363738 |
|---|---|
| Minimum | 53.28 |
| Maximum | 86.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 53.28 |
|---|---|
| 5-th percentile | 59.31 |
| Q1 | 69.87 |
| median | 75.29 |
| Q3 | 79.38 |
| 95-th percentile | 83.51 |
| Maximum | 86.75 |
| Range | 33.47 |
| Interquartile range (IQR) | 9.51 |
Descriptive statistics
| Standard deviation | 7.397754851 |
|---|---|
| Coefficient of variation (CV) | 0.1000556894 |
| Kurtosis | -0.1428554474 |
| Mean | 73.9363738 |
| Median Absolute Deviation (MAD) | 4.81 |
| Skewness | -0.7392560881 |
| Sum | 4180658.32 |
| Variance | 54.72677683 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 76.88 | 830 | 1.4% | |
| 72.58 | 648 | 1.1% | |
| 76.68 | 610 | 1.1% | |
| 81.32 | 583 | 1.0% | |
| 77.29 | 581 | 1.0% | |
| 75.05 | 578 | 1.0% | |
| 71.72 | 572 | 1.0% | |
| 72.06 | 504 | 0.9% | |
| 76.74 | 491 | 0.9% | |
| 61.58 | 483 | 0.8% | |
| Other values (190) | 50664 | 87.9% | |
| (Missing) | 1062 | 1.8% |
| Value | Count | Frequency (%) | |
| 53.28 | 248 | 0.4% | |
| 54.24 | 244 | 0.4% | |
| 54.33 | 188 | 0.3% | |
| 54.69 | 324 | 0.6% | |
| 54.7 | 232 | 0.4% |
| Value | Count | Frequency (%) | |
| 86.75 | 324 | 0.6% | |
| 84.97 | 324 | 0.6% | |
| 84.86 | 72 | 0.1% | |
| 84.63 | 324 | 0.6% | |
| 83.92 | 244 | 0.4% |
| Distinct | 157 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 8180 |
| Missing (%) | 14.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7221853276 |
|---|---|
| Minimum | 0.354 |
| Maximum | 0.953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 450.0 KiB |
Quantile statistics
| Minimum | 0.354 |
|---|---|
| 5-th percentile | 0.44 |
| Q1 | 0.601 |
| median | 0.752 |
| Q3 | 0.847 |
| 95-th percentile | 0.932 |
| Maximum | 0.953 |
| Range | 0.599 |
| Interquartile range (IQR) | 0.246 |
Descriptive statistics
| Standard deviation | 0.1532822246 |
|---|---|
| Coefficient of variation (CV) | 0.212247769 |
| Kurtosis | -0.770599088 |
| Mean | 0.7221853276 |
| Median Absolute Deviation (MAD) | 0.106 |
| Skewness | -0.4769520154 |
| Sum | 35694.732 |
| Variance | 0.02349544037 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.757 | 972 | 1.7% | |
| 0.903 | 648 | 1.1% | |
| 0.694 | 648 | 1.1% | |
| 0.752 | 648 | 1.1% | |
| 0.755 | 648 | 1.1% | |
| 0.699 | 610 | 1.1% | |
| 0.858 | 580 | 1.0% | |
| 0.916 | 576 | 1.0% | |
| 0.498 | 568 | 1.0% | |
| 0.78 | 568 | 1.0% | |
| Other values (147) | 42960 | 74.6% | |
| (Missing) | 8180 | 14.2% |
| Value | Count | Frequency (%) | |
| 0.354 | 243 | 0.4% | |
| 0.367 | 248 | 0.4% | |
| 0.388 | 227 | 0.4% | |
| 0.404 | 244 | 0.4% | |
| 0.417 | 232 | 0.4% |
| Value | Count | Frequency (%) | |
| 0.953 | 324 | 0.6% | |
| 0.944 | 324 | 0.6% | |
| 0.939 | 324 | 0.6% | |
| 0.938 | 324 | 0.6% | |
| 0.936 | 324 | 0.6% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | new_deaths_smoothed | total_cases_per_million | new_cases_per_million | new_cases_smoothed_per_million | total_deaths_per_million | new_deaths_per_million | new_deaths_smoothed_per_million | reproduction_rate | icu_patients | icu_patients_per_million | hosp_patients | hosp_patients_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | weekly_hosp_admissions | weekly_hosp_admissions_per_million | total_tests | new_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | tests_per_case | positive_rate | tests_units | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cardiovasc_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_thousand | life_expectancy | human_development_index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ABW | North America | Aruba | 2020-03-13 | 2.0 | 2.0 | NaN | NaN | 0.0 | NaN | 18.733 | 18.733 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 1 | ABW | North America | Aruba | 2020-03-19 | NaN | NaN | 0.286 | NaN | NaN | 0.0 | NaN | NaN | 2.676 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.33 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 2 | ABW | North America | Aruba | 2020-03-20 | 4.0 | 2.0 | 0.286 | NaN | 0.0 | 0.0 | 37.465 | 18.733 | 2.676 | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.33 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 3 | ABW | North America | Aruba | 2020-03-21 | NaN | NaN | 0.286 | NaN | NaN | 0.0 | NaN | NaN | 2.676 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 4 | ABW | North America | Aruba | 2020-03-22 | NaN | NaN | 0.286 | NaN | NaN | 0.0 | NaN | NaN | 2.676 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 5 | ABW | North America | Aruba | 2020-03-23 | NaN | NaN | 0.286 | NaN | NaN | 0.0 | NaN | NaN | 2.676 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 6 | ABW | North America | Aruba | 2020-03-24 | 12.0 | 8.0 | 1.429 | NaN | 0.0 | 0.0 | 112.395 | 74.930 | 13.380 | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 7 | ABW | North America | Aruba | 2020-03-25 | 17.0 | 5.0 | 2.143 | NaN | 0.0 | 0.0 | 159.227 | 46.831 | 20.071 | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 8 | ABW | North America | Aruba | 2020-03-26 | 19.0 | 2.0 | 2.429 | NaN | 0.0 | 0.0 | 177.959 | 18.733 | 22.747 | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
| 9 | ABW | North America | Aruba | 2020-03-27 | 28.0 | 9.0 | 3.429 | NaN | 0.0 | 0.0 | 262.256 | 84.296 | 32.113 | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.44 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN | 76.29 | NaN |
Last rows
| iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | new_deaths_smoothed | total_cases_per_million | new_cases_per_million | new_cases_smoothed_per_million | total_deaths_per_million | new_deaths_per_million | new_deaths_smoothed_per_million | reproduction_rate | icu_patients | icu_patients_per_million | hosp_patients | hosp_patients_per_million | weekly_icu_admissions | weekly_icu_admissions_per_million | weekly_hosp_admissions | weekly_hosp_admissions_per_million | total_tests | new_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | tests_per_case | positive_rate | tests_units | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cardiovasc_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_thousand | life_expectancy | human_development_index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57596 | NaN | NaN | International | 2020-11-09 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57597 | NaN | NaN | International | 2020-11-10 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57598 | NaN | NaN | International | 2020-11-11 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57599 | NaN | NaN | International | 2020-11-12 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57600 | NaN | NaN | International | 2020-11-13 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57601 | NaN | NaN | International | 2020-11-14 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57602 | NaN | NaN | International | 2020-11-15 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57603 | NaN | NaN | International | 2020-11-16 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57604 | NaN | NaN | International | 2020-11-17 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 57605 | NaN | NaN | International | 2020-11-18 | 696.0 | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |